Overview
Dataset statistics
| Number of variables | 12 |
|---|---|
| Number of observations | 252 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 69.8 KiB |
| Average record size in memory | 283.6 B |
Variable types
| Text | 2 |
|---|---|
| Categorical | 2 |
| Numeric | 8 |
processed_date has constant value "2025-10-24T01:07:19.903300" | Constant |
weather_data_points has constant value "1989" | Constant |
avg_humidity_2m is highly overall correlated with avg_weather_code and 1 other fields | High correlation |
avg_temperature_2m is highly overall correlated with avg_wind_direction_10m and 1 other fields | High correlation |
avg_weather_code is highly overall correlated with avg_humidity_2m and 1 other fields | High correlation |
avg_wind_direction_10m is highly overall correlated with avg_temperature_2m and 1 other fields | High correlation |
latitude is highly overall correlated with avg_temperature_2m and 1 other fields | High correlation |
total_precipitation is highly overall correlated with avg_humidity_2m and 1 other fields | High correlation |
cfb_school has unique values | Unique |
Reproduction
| Analysis started | 2025-12-08 06:35:01.548600 |
|---|---|
| Analysis finished | 2025-12-08 06:35:03.680809 |
| Duration | 2.13 seconds |
| Software version | ydata-profiling vv4.18.0 |
| Download configuration | config.json |
Variables
cfb_school
Text
Unique
| Distinct | 252 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.9 KiB |
Length
| Max length | 27 |
|---|---|
| Median length | 18 |
| Mean length | 10.904762 |
| Min length | 3 |
Unique
| Unique | 252 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | Abilene Christian |
|---|---|
| 2nd row | Air Force |
| 3rd row | Akron |
| 4th row | Alabama |
| 5th row | Alabama A&M |
| Value | Count | Frequency (%) |
| state | 59 | 14.3% |
| carolina | 8 | 1.9% |
| texas | 8 | 1.9% |
| north | 7 | 1.7% |
| southern | 7 | 1.7% |
| illinois | 6 | 1.5% |
| tech | 6 | 1.5% |
| michigan | 5 | 1.2% |
| south | 5 | 1.2% |
| alabama | 5 | 1.2% |
| Other values (216) | 296 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 296 | 10.8% |
| e | 251 | 9.1% |
| t | 243 | 8.8% |
| n | 183 | 6.7% |
| o | 179 | 6.5% |
| 160 | 5.8% | |
| r | 155 | 5.6% |
| i | 152 | 5.5% |
| s | 132 | 4.8% |
| l | 100 | 3.6% |
| Other values (44) | 897 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 2748 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 296 | 10.8% |
| e | 251 | 9.1% |
| t | 243 | 8.8% |
| n | 183 | 6.7% |
| o | 179 | 6.5% |
| 160 | 5.8% | |
| r | 155 | 5.6% |
| i | 152 | 5.5% |
| s | 132 | 4.8% |
| l | 100 | 3.6% |
| Other values (44) | 897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 2748 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 296 | 10.8% |
| e | 251 | 9.1% |
| t | 243 | 8.8% |
| n | 183 | 6.7% |
| o | 179 | 6.5% |
| 160 | 5.8% | |
| r | 155 | 5.6% |
| i | 152 | 5.5% |
| s | 132 | 4.8% |
| l | 100 | 3.6% |
| Other values (44) | 897 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 2748 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 296 | 10.8% |
| e | 251 | 9.1% |
| t | 243 | 8.8% |
| n | 183 | 6.7% |
| o | 179 | 6.5% |
| 160 | 5.8% | |
| r | 155 | 5.6% |
| i | 152 | 5.5% |
| s | 132 | 4.8% |
| l | 100 | 3.6% |
| Other values (44) | 897 |
nces_name
Text
| Distinct | 249 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.9 KiB |
Length
| Max length | 64 |
|---|---|
| Median length | 38 |
| Mean length | 27.126984 |
| Min length | 14 |
Unique
| Unique | 246 ? |
|---|---|
| Unique (%) | 97.6% |
Sample
| 1st row | Abilene Christian University |
|---|---|
| 2nd row | United States Air Force Academy |
| 3rd row | University of Akron Main Campus |
| 4th row | The University of Alabama |
| 5th row | Alabama A & M University |
| Value | Count | Frequency (%) |
| university | 216 | |
| of | 80 | 9.3% |
| state | 69 | 8.0% |
| campus | 18 | 2.1% |
| at | 15 | 1.7% |
| texas | 11 | 1.3% |
| carolina | 10 | 1.2% |
| college | 10 | 1.2% |
| the | 10 | 1.2% |
| southern | 9 | 1.0% |
| Other values (253) | 413 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 723 | 10.6% |
| 609 | 8.9% | |
| e | 580 | 8.5% |
| t | 568 | 8.3% |
| n | 504 | 7.4% |
| a | 442 | 6.5% |
| r | 433 | 6.3% |
| s | 425 | 6.2% |
| o | 330 | 4.8% |
| y | 268 | 3.9% |
| Other values (41) | 1954 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6836 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 723 | 10.6% |
| 609 | 8.9% | |
| e | 580 | 8.5% |
| t | 568 | 8.3% |
| n | 504 | 7.4% |
| a | 442 | 6.5% |
| r | 433 | 6.3% |
| s | 425 | 6.2% |
| o | 330 | 4.8% |
| y | 268 | 3.9% |
| Other values (41) | 1954 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6836 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 723 | 10.6% |
| 609 | 8.9% | |
| e | 580 | 8.5% |
| t | 568 | 8.3% |
| n | 504 | 7.4% |
| a | 442 | 6.5% |
| r | 433 | 6.3% |
| s | 425 | 6.2% |
| o | 330 | 4.8% |
| y | 268 | 3.9% |
| Other values (41) | 1954 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6836 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 723 | 10.6% |
| 609 | 8.9% | |
| e | 580 | 8.5% |
| t | 568 | 8.3% |
| n | 504 | 7.4% |
| a | 442 | 6.5% |
| r | 433 | 6.3% |
| s | 425 | 6.2% |
| o | 330 | 4.8% |
| y | 268 | 3.9% |
| Other values (41) | 1954 |
processed_date
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 18.6 KiB |
| 2025-10-24T01:07:19.903300 |
|---|
Length
| Max length | 26 |
|---|---|
| Median length | 26 |
| Mean length | 26 |
| Min length | 26 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2025-10-24T01:07:19.903300 |
|---|---|
| 2nd row | 2025-10-24T01:07:19.903300 |
| 3rd row | 2025-10-24T01:07:19.903300 |
| 4th row | 2025-10-24T01:07:19.903300 |
| 5th row | 2025-10-24T01:07:19.903300 |
Common Values
| Value | Count | Frequency (%) |
| 2025-10-24T01:07:19.903300 | 252 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2025-10-24t01:07:19.903300 | 252 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 1764 | |
| 2 | 756 | |
| 1 | 756 | |
| - | 504 | 7.7% |
| : | 504 | 7.7% |
| 9 | 504 | 7.7% |
| 3 | 504 | 7.7% |
| 5 | 252 | 3.8% |
| 4 | 252 | 3.8% |
| T | 252 | 3.8% |
| Other values (2) | 504 | 7.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 6552 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1764 | |
| 2 | 756 | |
| 1 | 756 | |
| - | 504 | 7.7% |
| : | 504 | 7.7% |
| 9 | 504 | 7.7% |
| 3 | 504 | 7.7% |
| 5 | 252 | 3.8% |
| 4 | 252 | 3.8% |
| T | 252 | 3.8% |
| Other values (2) | 504 | 7.7% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 6552 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1764 | |
| 2 | 756 | |
| 1 | 756 | |
| - | 504 | 7.7% |
| : | 504 | 7.7% |
| 9 | 504 | 7.7% |
| 3 | 504 | 7.7% |
| 5 | 252 | 3.8% |
| 4 | 252 | 3.8% |
| T | 252 | 3.8% |
| Other values (2) | 504 | 7.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 6552 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 1764 | |
| 2 | 756 | |
| 1 | 756 | |
| - | 504 | 7.7% |
| : | 504 | 7.7% |
| 9 | 504 | 7.7% |
| 3 | 504 | 7.7% |
| 5 | 252 | 3.8% |
| 4 | 252 | 3.8% |
| T | 252 | 3.8% |
| Other values (2) | 504 | 7.7% |
latitude
Real number (ℝ)
High correlation
| Distinct | 249 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 37.035031 |
| Minimum | 21.298598 |
|---|---|
| Maximum | 47.921654 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 21.298598 |
|---|---|
| 5-th percentile | 29.71927 |
| Q1 | 33.445569 |
| median | 37.061357 |
| Q3 | 40.72759 |
| 95-th percentile | 44.167699 |
| Maximum | 47.921654 |
| Range | 26.623056 |
| Interquartile range (IQR) | 7.282021 |
Descriptive statistics
| Standard deviation | 4.7447941 |
|---|---|
| Coefficient of variation (CV) | 0.12811638 |
| Kurtosis | -0.34397669 |
| Mean | 37.035031 |
| Median Absolute Deviation (MAD) | 3.649119 |
| Skewness | -0.14412873 |
| Sum | 9332.8278 |
| Variance | 22.513071 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 29.693819 | 2 | 0.8% |
| 33.243745 | 2 | 0.8% |
| 32.77525 | 2 | 0.8% |
| 32.468943 | 1 | 0.4% |
| 29.717897 | 1 | 0.4% |
| 40.498769 | 1 | 0.4% |
| 40.520415 | 1 | 0.4% |
| 37.577393 | 1 | 0.4% |
| 41.484691 | 1 | 0.4% |
| 32.843612 | 1 | 0.4% |
| Other values (239) | 239 |
| Value | Count | Frequency (%) |
| 21.298598 | 1 | |
| 25.72126 | 1 | |
| 25.75732 | 1 | |
| 26.372421 | 1 | |
| 28.061458 | 1 | |
| 28.602159 | 1 | |
| 29.207195 | 1 | |
| 29.46708 | 1 | |
| 29.583709 | 1 | |
| 29.64629 | 1 |
| Value | Count | Frequency (%) |
| 47.921654 | 1 | |
| 47.65538 | 1 | |
| 47.490667 | 1 | |
| 46.893127 | 1 | |
| 46.859312 | 1 | |
| 46.730448 | 1 | |
| 46.727406 | 1 | |
| 45.666726 | 1 | |
| 45.511601 | 1 | |
| 44.972851 | 1 |
longitude
Real number (ℝ)
| Distinct | 249 |
|---|---|
| Distinct (%) | 98.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -90.22382 |
| Minimum | -157.81898 |
|---|---|
| Maximum | -68.669332 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 252 |
| Negative (%) | 100.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | -157.81898 |
|---|---|
| 5-th percentile | -119.02825 |
| Q1 | -96.397625 |
| median | -86.815822 |
| Q3 | -80.183595 |
| 95-th percentile | -73.18804 |
| Maximum | -68.669332 |
| Range | 89.149647 |
| Interquartile range (IQR) | 16.21403 |
Descriptive statistics
| Standard deviation | 14.012458 |
|---|---|
| Coefficient of variation (CV) | -0.15530774 |
| Kurtosis | 1.6779806 |
| Mean | -90.22382 |
| Median Absolute Deviation (MAD) | 7.855728 |
| Skewness | -1.1752418 |
| Sum | -22736.403 |
| Variance | 196.34898 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| -95.515954 | 2 | 0.8% |
| -95.908451 | 2 | 0.8% |
| -117.071228 | 2 | 0.8% |
| -99.709797 | 1 | 0.4% |
| -95.402035 | 1 | 0.4% |
| -74.446251 | 1 | 0.4% |
| -80.210468 | 1 | 0.4% |
| -77.538806 | 1 | 0.4% |
| -71.527356 | 1 | 0.4% |
| -96.783365 | 1 | 0.4% |
| Other values (239) | 239 |
| Value | Count | Frequency (%) |
| -157.818979 | 1 | |
| -123.274723 | 1 | |
| -123.075792 | 1 | |
| -122.686289 | 1 | |
| -122.30514 | 1 | |
| -122.260463 | 1 | |
| -122.167359 | 1 | |
| -121.880621 | 1 | |
| -121.749567 | 1 | |
| -121.423549 | 1 |
| Value | Count | Frequency (%) |
| -68.669332 | 1 | |
| -70.932465 | 1 | |
| -71.088782 | 1 | |
| -71.124216 | 1 | |
| -71.169242 | 1 | |
| -71.527356 | 1 | |
| -71.539547 | 1 | |
| -71.808214 | 1 | |
| -72.249948 | 1 | |
| -72.526728 | 1 |
avg_temperature_2m
Real number (ℝ)
High correlation
| Distinct | 248 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.170112 |
| Minimum | 9.9560583 |
|---|---|
| Maximum | 26.966968 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 9.9560583 |
|---|---|
| 5-th percentile | 12.377391 |
| Q1 | 14.644495 |
| median | 17.843866 |
| Q3 | 21.232642 |
| 95-th percentile | 24.882303 |
| Maximum | 26.966968 |
| Range | 17.01091 |
| Interquartile range (IQR) | 6.5881473 |
Descriptive statistics
| Standard deviation | 4.0250654 |
|---|---|
| Coefficient of variation (CV) | 0.22152122 |
| Kurtosis | -0.93748755 |
| Mean | 18.170112 |
| Median Absolute Deviation (MAD) | 3.241453 |
| Skewness | 0.23335993 |
| Sum | 4578.8682 |
| Variance | 16.201151 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 24.88230266 | 2 | 0.8% |
| 22.502363 | 2 | 0.8% |
| 20.62951232 | 2 | 0.8% |
| 18.38471594 | 2 | 0.8% |
| 23.44102564 | 1 | 0.4% |
| 23.29693313 | 1 | 0.4% |
| 16.06043238 | 1 | 0.4% |
| 14.62016088 | 1 | 0.4% |
| 17.75077929 | 1 | 0.4% |
| 24.69894419 | 1 | 0.4% |
| Other values (238) | 238 |
| Value | Count | Frequency (%) |
| 9.956058321 | 1 | |
| 10.3728004 | 1 | |
| 10.5860734 | 1 | |
| 10.59834087 | 1 | |
| 11.54846657 | 1 | |
| 11.61618904 | 1 | |
| 11.6197084 | 1 | |
| 11.63016591 | 1 | |
| 11.91593766 | 1 | |
| 11.91850176 | 1 |
| Value | Count | Frequency (%) |
| 26.96696833 | 1 | |
| 26.6158371 | 1 | |
| 26.56998492 | 1 | |
| 26.27239819 | 1 | |
| 25.68391151 | 1 | |
| 25.4794369 | 1 | |
| 25.30452489 | 1 | |
| 25.25087984 | 1 | |
| 25.22885872 | 1 | |
| 25.08964304 | 1 |
avg_humidity_2m
Real number (ℝ)
High correlation
| Distinct | 248 |
|---|---|
| Distinct (%) | 98.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.865614 |
| Minimum | 20.705882 |
|---|---|
| Maximum | 77.903972 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 20.705882 |
|---|---|
| 5-th percentile | 41.295877 |
| Q1 | 59.397436 |
| median | 63.368778 |
| Q3 | 65.46644 |
| 95-th percentile | 71.323278 |
| Maximum | 77.903972 |
| Range | 57.198089 |
| Interquartile range (IQR) | 6.0690045 |
Descriptive statistics
| Standard deviation | 9.0979815 |
|---|---|
| Coefficient of variation (CV) | 0.14947654 |
| Kurtosis | 4.7152262 |
| Mean | 60.865614 |
| Median Absolute Deviation (MAD) | 2.8174962 |
| Skewness | -1.9589075 |
| Sum | 15338.135 |
| Variance | 82.773267 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 60.56158874 | 2 | 0.8% |
| 57.8034188 | 2 | 0.8% |
| 65.59074912 | 2 | 0.8% |
| 54.71191554 | 2 | 0.8% |
| 67.13071895 | 1 | 0.4% |
| 58.14529915 | 1 | 0.4% |
| 65.52136752 | 1 | 0.4% |
| 65.5158371 | 1 | 0.4% |
| 64.64806435 | 1 | 0.4% |
| 55.74007039 | 1 | 0.4% |
| Other values (238) | 238 |
| Value | Count | Frequency (%) |
| 20.70588235 | 1 | |
| 24.23479135 | 1 | |
| 26.04575163 | 1 | |
| 27.73252891 | 1 | |
| 29.48516843 | 1 | |
| 30.46053293 | 1 | |
| 30.77777778 | 1 | |
| 32.14278532 | 1 | |
| 34.15434892 | 1 | |
| 38.73755656 | 1 |
| Value | Count | Frequency (%) |
| 77.90397185 | 1 | |
| 76.53745601 | 1 | |
| 73.71040724 | 1 | |
| 73.49622926 | 1 | |
| 73.33333333 | 1 | |
| 73.11915535 | 1 | |
| 72.38310709 | 1 | |
| 72.20010055 | 1 | |
| 72.08898944 | 1 | |
| 71.9783811 | 1 |
avg_wind_speed_10m
Real number (ℝ)
| Distinct | 242 |
|---|---|
| Distinct (%) | 96.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.021891 |
| Minimum | 5.639819 |
|---|---|
| Maximum | 21.916591 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 5.639819 |
|---|---|
| 5-th percentile | 7.9750503 |
| Q1 | 9.8530543 |
| median | 10.864077 |
| Q3 | 12.15132 |
| 95-th percentile | 14.452275 |
| Maximum | 21.916591 |
| Range | 16.276772 |
| Interquartile range (IQR) | 2.2982655 |
Descriptive statistics
| Standard deviation | 2.0512697 |
|---|---|
| Coefficient of variation (CV) | 0.18610869 |
| Kurtosis | 2.6880845 |
| Mean | 11.021891 |
| Median Absolute Deviation (MAD) | 1.214002 |
| Skewness | 0.50925185 |
| Sum | 2777.5165 |
| Variance | 4.2077073 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 9.883408748 | 2 | 0.8% |
| 8.553946707 | 2 | 0.8% |
| 10.68531926 | 2 | 0.8% |
| 11.73152338 | 2 | 0.8% |
| 10.63026647 | 2 | 0.8% |
| 10.96093514 | 2 | 0.8% |
| 11.0338361 | 2 | 0.8% |
| 13.31065862 | 2 | 0.8% |
| 11.64801408 | 2 | 0.8% |
| 12.6447461 | 2 | 0.8% |
| Other values (232) | 232 |
| Value | Count | Frequency (%) |
| 5.639819005 | 1 | |
| 5.776068376 | 1 | |
| 5.971493213 | 1 | |
| 6.064957265 | 1 | |
| 6.102212167 | 1 | |
| 6.458773253 | 1 | |
| 6.722322775 | 1 | |
| 6.818702866 | 1 | |
| 7.515937657 | 1 | |
| 7.601357466 | 1 |
| Value | Count | Frequency (%) |
| 21.91659125 | 1 | |
| 15.40437406 | 1 | |
| 15.25791855 | 1 | |
| 15.05897436 | 1 | |
| 15.05590749 | 1 | |
| 14.95912519 | 1 | |
| 14.94072398 | 1 | |
| 14.8370538 | 1 | |
| 14.75223731 | 1 | |
| 14.72820513 | 1 |
avg_wind_direction_10m
Real number (ℝ)
High correlation
| Distinct | 241 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 181.55818 |
| Minimum | 78.258421 |
|---|---|
| Maximum | 269.52539 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 78.258421 |
|---|---|
| 5-th percentile | 139.80988 |
| Q1 | 159.47122 |
| median | 185.04475 |
| Q3 | 203.51898 |
| 95-th percentile | 214.9362 |
| Maximum | 269.52539 |
| Range | 191.26697 |
| Interquartile range (IQR) | 44.047763 |
Descriptive statistics
| Standard deviation | 26.63101 |
|---|---|
| Coefficient of variation (CV) | 0.14668031 |
| Kurtosis | 0.067173446 |
| Mean | 181.55818 |
| Median Absolute Deviation (MAD) | 20.575918 |
| Skewness | -0.21380879 |
| Sum | 45752.661 |
| Variance | 709.21071 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 147.4348919 | 2 | 0.8% |
| 164.5681247 | 2 | 0.8% |
| 203.6797386 | 2 | 0.8% |
| 172.6073404 | 2 | 0.8% |
| 153.3484163 | 2 | 0.8% |
| 178.0070387 | 2 | 0.8% |
| 215.7476119 | 2 | 0.8% |
| 145.1292107 | 2 | 0.8% |
| 208.9492207 | 2 | 0.8% |
| 193.9281046 | 2 | 0.8% |
| Other values (231) | 232 |
| Value | Count | Frequency (%) |
| 78.25842132 | 1 | |
| 128.0497738 | 1 | |
| 130.9597788 | 1 | |
| 131.7893414 | 1 | |
| 131.8471594 | 1 | |
| 134.5721468 | 1 | |
| 136.1955757 | 1 | |
| 136.6827552 | 1 | |
| 137.0030166 | 1 | |
| 137.5163399 | 1 |
| Value | Count | Frequency (%) |
| 269.5253896 | 1 | |
| 256.8139769 | 1 | |
| 229.2347914 | 1 | |
| 228.0598291 | 1 | |
| 226.1432881 | 1 | |
| 221.5515334 | 1 | |
| 221.0457516 | 1 | |
| 219.3353444 | 1 | |
| 218.6661639 | 1 | |
| 218.3986928 | 1 |
total_precipitation
Real number (ℝ)
High correlation
| Distinct | 231 |
|---|---|
| Distinct (%) | 91.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 235.11111 |
| Minimum | 3.5 |
|---|---|
| Maximum | 759.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 3.5 |
|---|---|
| 5-th percentile | 39.63 |
| Q1 | 160.9 |
| median | 220.05 |
| Q3 | 292.825 |
| 95-th percentile | 440.915 |
| Maximum | 759.3 |
| Range | 755.8 |
| Interquartile range (IQR) | 131.925 |
Descriptive statistics
| Standard deviation | 130.46477 |
|---|---|
| Coefficient of variation (CV) | 0.55490689 |
| Kurtosis | 2.9003386 |
| Mean | 235.11111 |
| Median Absolute Deviation (MAD) | 66.55 |
| Skewness | 1.1729261 |
| Sum | 59248 |
| Variance | 17021.057 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 303.4 | 3 | 1.2% |
| 229.7 | 2 | 0.8% |
| 374.1 | 2 | 0.8% |
| 218.7 | 2 | 0.8% |
| 160.9 | 2 | 0.8% |
| 216.9 | 2 | 0.8% |
| 308.8 | 2 | 0.8% |
| 239.5 | 2 | 0.8% |
| 321.7 | 2 | 0.8% |
| 215.2 | 2 | 0.8% |
| Other values (221) | 231 |
| Value | Count | Frequency (%) |
| 3.5 | 2 | |
| 3.8 | 1 | |
| 4.6 | 1 | |
| 5.5 | 1 | |
| 12.4 | 1 | |
| 17.8 | 1 | |
| 17.9 | 1 | |
| 21.5 | 1 | |
| 26.4 | 1 | |
| 27.4 | 1 |
| Value | Count | Frequency (%) |
| 759.3 | 1 | |
| 755.1 | 1 | |
| 727.6 | 1 | |
| 677.4 | 1 | |
| 656.2 | 1 | |
| 638.5 | 1 | |
| 564 | 1 | |
| 562.1 | 1 | |
| 555.9 | 1 | |
| 528.2 | 1 |
avg_weather_code
Real number (ℝ)
High correlation
| Distinct | 241 |
|---|---|
| Distinct (%) | 95.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.1796747 |
| Minimum | 0.82855706 |
|---|---|
| Maximum | 21.568125 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.1 KiB |
Quantile statistics
| Minimum | 0.82855706 |
|---|---|
| 5-th percentile | 3.0047511 |
| Q1 | 6.5766717 |
| median | 7.9105078 |
| Q3 | 9.389266 |
| 95-th percentile | 13.364505 |
| Maximum | 21.568125 |
| Range | 20.739568 |
| Interquartile range (IQR) | 2.8125943 |
Descriptive statistics
| Standard deviation | 3.1921846 |
|---|---|
| Coefficient of variation (CV) | 0.39025814 |
| Kurtosis | 3.030309 |
| Mean | 8.1796747 |
| Median Absolute Deviation (MAD) | 1.4351433 |
| Skewness | 0.88595579 |
| Sum | 2061.278 |
| Variance | 10.190043 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8.091503268 | 2 | 0.8% |
| 7.569130216 | 2 | 0.8% |
| 7.610859729 | 2 | 0.8% |
| 11.9869281 | 2 | 0.8% |
| 7.688285571 | 2 | 0.8% |
| 5.940673705 | 2 | 0.8% |
| 1.627953746 | 2 | 0.8% |
| 11.66163901 | 2 | 0.8% |
| 12.89894419 | 2 | 0.8% |
| 7.906988436 | 2 | 0.8% |
| Other values (231) | 232 |
| Value | Count | Frequency (%) |
| 0.8285570639 | 1 | |
| 1.243338361 | 1 | |
| 1.335344394 | 1 | |
| 1.56561086 | 1 | |
| 1.627953746 | 2 | |
| 1.784313725 | 1 | |
| 1.788838612 | 1 | |
| 1.81850176 | 1 | |
| 1.924082453 | 1 | |
| 2.569130216 | 1 |
| Value | Count | Frequency (%) |
| 21.56812469 | 1 | |
| 21.40975365 | 1 | |
| 20.44997486 | 1 | |
| 18.4032177 | 1 | |
| 18.26747109 | 1 | |
| 15.10055304 | 1 | |
| 14.96229261 | 1 | |
| 14.51835093 | 1 | |
| 14.36752137 | 1 | |
| 14.0678733 | 1 |
weather_data_points
Categorical
Constant
| Distinct | 1 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 13.2 KiB |
| 1989 |
|---|
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1989 |
|---|---|
| 2nd row | 1989 |
| 3rd row | 1989 |
| 4th row | 1989 |
| 5th row | 1989 |
Common Values
| Value | Count | Frequency (%) |
| 1989 | 252 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1989 | 252 |
Most occurring characters
| Value | Count | Frequency (%) |
| 9 | 504 | |
| 1 | 252 | |
| 8 | 252 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1008 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 9 | 504 | |
| 1 | 252 | |
| 8 | 252 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1008 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 9 | 504 | |
| 1 | 252 | |
| 8 | 252 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1008 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 9 | 504 | |
| 1 | 252 | |
| 8 | 252 |
Interactions
Correlations
| avg_humidity_2m | avg_temperature_2m | avg_weather_code | avg_wind_direction_10m | avg_wind_speed_10m | latitude | longitude | total_precipitation | |
|---|---|---|---|---|---|---|---|---|
| avg_humidity_2m | 1.000 | -0.035 | 0.737 | -0.119 | 0.206 | -0.007 | 0.451 | 0.679 |
| avg_temperature_2m | -0.035 | 1.000 | -0.064 | -0.768 | -0.148 | -0.955 | -0.212 | 0.311 |
| avg_weather_code | 0.737 | -0.064 | 1.000 | -0.058 | 0.081 | 0.023 | 0.495 | 0.747 |
| avg_wind_direction_10m | -0.119 | -0.768 | -0.058 | 1.000 | 0.066 | 0.780 | 0.186 | -0.380 |
| avg_wind_speed_10m | 0.206 | -0.148 | 0.081 | 0.066 | 1.000 | 0.182 | 0.139 | -0.044 |
| latitude | -0.007 | -0.955 | 0.023 | 0.780 | 0.182 | 1.000 | 0.186 | -0.343 |
| longitude | 0.451 | -0.212 | 0.495 | 0.186 | 0.139 | 0.186 | 1.000 | 0.430 |
| total_precipitation | 0.679 | 0.311 | 0.747 | -0.380 | -0.044 | -0.343 | 0.430 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| cfb_school | nces_name | processed_date | latitude | longitude | avg_temperature_2m | avg_humidity_2m | avg_wind_speed_10m | avg_wind_direction_10m | total_precipitation | avg_weather_code | weather_data_points | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Abilene Christian | Abilene Christian University | 2025-10-24T01:07:19.903300 | 32.468943 | -99.709797 | 23.441026 | 48.399698 | 13.915686 | 169.708396 | 123.0 | 3.948718 | 1989 |
| 1 | Air Force | United States Air Force Academy | 2025-10-24T01:07:19.903300 | 39.010957 | -104.891358 | 11.915938 | 40.889392 | 9.117999 | 195.711413 | 72.9 | 6.108095 | 1989 |
| 2 | Akron | University of Akron Main Campus | 2025-10-24T01:07:19.903300 | 41.078551 | -81.511679 | 14.648567 | 65.850679 | 12.150679 | 211.036702 | 278.8 | 12.285571 | 1989 |
| 3 | Alabama | The University of Alabama | 2025-10-24T01:07:19.903300 | 33.211875 | -87.545978 | 21.834590 | 62.379588 | 9.149271 | 162.788336 | 258.3 | 6.263449 | 1989 |
| 4 | Alabama A&M | Alabama A & M University | 2025-10-24T01:07:19.903300 | 34.783368 | -86.568502 | 19.542081 | 63.393665 | 10.369683 | 185.237808 | 189.5 | 6.988939 | 1989 |
| 5 | Alabama State | Alabama State University | 2025-10-24T01:07:19.903300 | 32.364317 | -86.295677 | 22.359226 | 61.959276 | 10.264454 | 169.565611 | 244.5 | 6.067873 | 1989 |
| 6 | Albany | SUNY at Albany | 2025-10-24T01:07:19.903300 | 42.685489 | -73.824662 | 13.055757 | 65.002514 | 9.561639 | 218.666164 | 250.1 | 9.452991 | 1989 |
| 7 | Alcorn State | Alcorn State University | 2025-10-24T01:07:19.903300 | 31.877216 | -91.142854 | 23.097939 | 62.360985 | 9.930065 | 153.166918 | 199.2 | 6.227250 | 1989 |
| 8 | Appalachian State | Appalachian State University | 2025-10-24T01:07:19.903300 | 36.215536 | -81.680583 | 13.528607 | 69.239316 | 11.445299 | 218.398693 | 505.5 | 12.720463 | 1989 |
| 9 | Arizona | University of Arizona | 2025-10-24T01:07:19.903300 | 32.232672 | -110.950815 | 25.250880 | 26.045752 | 7.808396 | 179.488185 | 31.3 | 1.924082 | 1989 |
| cfb_school | nces_name | processed_date | latitude | longitude | avg_temperature_2m | avg_humidity_2m | avg_wind_speed_10m | avg_wind_direction_10m | total_precipitation | avg_weather_code | weather_data_points | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 242 | Western Illinois | Western Illinois University | 2025-10-24T01:07:19.903300 | 40.468086 | -90.686899 | 15.129965 | 63.932127 | 13.578029 | 199.523379 | 119.8 | 6.031674 | 1989 |
| 243 | Western Kentucky | Western Kentucky University | 2025-10-24T01:07:19.903300 | 36.985035 | -86.456828 | 18.607994 | 61.730015 | 10.044746 | 176.881850 | 253.2 | 7.793363 | 1989 |
| 244 | Western Michigan | Western Michigan University | 2025-10-24T01:07:19.903300 | 42.282194 | -85.613759 | 13.819708 | 68.015586 | 12.402262 | 208.396682 | 218.7 | 11.456008 | 1989 |
| 245 | Western New Mexico | Western New Mexico University | 2025-10-24T01:07:19.903300 | 32.776700 | -108.283284 | 18.325189 | 30.460533 | 11.727702 | 195.684263 | 53.0 | 3.377074 | 1989 |
| 246 | William & Mary | William & Mary | 2025-10-24T01:07:19.903300 | 37.269489 | -76.708214 | 18.050226 | 65.914027 | 10.484113 | 187.042735 | 192.5 | 7.678733 | 1989 |
| 247 | Wisconsin | University of Wisconsin-Madison | 2025-10-24T01:07:19.903300 | 43.075409 | -89.404098 | 12.849824 | 66.221719 | 13.512016 | 202.134741 | 117.1 | 7.440422 | 1989 |
| 248 | Wofford | Wofford College | 2025-10-24T01:07:19.903300 | 34.959411 | -81.933568 | 18.808296 | 63.740573 | 9.548517 | 153.826043 | 370.5 | 8.217195 | 1989 |
| 249 | Wyoming | University of Wyoming | 2025-10-24T01:07:19.903300 | 41.311773 | -105.579310 | 10.586073 | 43.644545 | 13.872750 | 210.845651 | 58.9 | 5.513826 | 1989 |
| 250 | Yale | Yale University | 2025-10-24T01:07:19.903300 | 41.311158 | -72.926688 | 15.089090 | 60.658120 | 12.541830 | 203.510307 | 215.1 | 7.840623 | 1989 |
| 251 | Youngstown State | Youngstown State University | 2025-10-24T01:07:19.903300 | 41.104928 | -80.646590 | 14.566717 | 67.011564 | 11.982303 | 209.701357 | 300.6 | 12.564605 | 1989 |